Pith. sign in
Pith Number

pith:R6YHAUDC

pith:2026:R6YHAUDCLEUZ32ZX5GDJBXA4SB
not attested not anchored not stored refs pending

Training Language Models to Cooperate with Inference-Time Controllers

Ankush Chakrabarty, Jing Liu, Moumita Choudhury, Shlomo Zilberstein, Toshiaki Koike-Akino, Vanshaj Khattar, Ye Wang

arxiv:2607.23771 v1 · 2026-07-26 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{R6YHAUDCLEUZ32ZX5GDJBXA4SB}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-28T01:23:10.394015Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8fb070506259299deb37e98690dc1c90542f38d102d43726a667d8373f2c4c54

Aliases

arxiv: 2607.23771 · arxiv_version: 2607.23771v1 · doi: 10.48550/arxiv.2607.23771 · pith_short_12: R6YHAUDCLEUZ · pith_short_16: R6YHAUDCLEUZ32ZX · pith_short_8: R6YHAUDC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/R6YHAUDCLEUZ32ZX5GDJBXA4SB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8fb070506259299deb37e98690dc1c90542f38d102d43726a667d8373f2c4c54
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "454af218f5f58f32da10e7480a3ef50a02f3a1f13663f7e24498150c67d37035",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-26T17:44:33Z",
    "title_canon_sha256": "92b87dfb2a78877b53ad327b940059717fad35af2929e7c6d758198ade1b7fc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23771",
    "kind": "arxiv",
    "version": 1
  }
}